{"id":"W4237456405","doi":"10.1109/redw.2007.4342529","title":"Introduction","year":2007,"lang":"en","type":"article","venue":"","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00186252,0.0009782321,0.0006960741,0.001683797,0.002068774,0.006489179,0.002568033,0.003157348,0.5016029],"category_scores_gemma":[0.007327536,0.0003705756,0.0008335651,0.00166923,0.000802189,0.004074133,0.003435879,0.00239063,0.351086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002449865,"about_ca_system_score_gemma":0.004124732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003848074,"about_ca_topic_score_gemma":0.0038215,"domain_scores_codex":[0.9977998,0.0002603233,0.0001427126,0.0005194515,0.001014573,0.000262978],"domain_scores_gemma":[0.9963866,0.0004406858,0.0001621259,0.0004031599,0.00195345,0.0006539926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006894593,0.00006086221,0.0007449478,0.0003088172,0.000006833646,0.0001680322,0.0002994149,0.0001309516,0.0003878041,0.01708232,0.8159363,0.1648047],"study_design_scores_gemma":[0.000003998194,0.0000146391,0.0003127421,0.0001186032,0.000002017402,0.0001201398,0.0001118767,0.00002825973,0.00007929085,0.002224883,0.9969784,0.00000526143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002502915,0.00783778,0.009956857,0.02657463,0.02017655,0.0005855361,0.01079374,0.002579523,0.9189925],"genre_scores_gemma":[0.0141984,0.007971759,0.006571479,0.01295856,0.004664645,0.0004529614,0.0134189,0.0008822111,0.9388811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4983971,"threshold_uncertainty_score":0.7109029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001556333032206329,"score_gpt":0.1835686877525984,"score_spread":0.182012354720392,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}